Pith Number

pith:WFEVC5AB

pith:2025:WFEVC5ABPBZ53ASSZSLSTYWYRV

not attested not anchored not stored refs pending

RandLoRA: Full-rank parameter-efficient fine-tuning of large models

Anton van den Hengel, Cristian Rodriguez-Opazo, Ehsan Abbasnejad, Frederic Z. Zhang, Hemanth Saratchandran, Paul Albert

arxiv:2502.00987 v2 · 2025-02-03 · cs.CL · cs.AI · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WFEVC5ABPBZ53ASSZSLSTYWYRV}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

4 papers in Pith

CoRDE: Concept-Prior Routed Diffusion Experts for Structural Generalization in Robot Manipulation

Mask the Target: A Plug-and-Play Regularizer Against LoRA Forgetting

BoHA: Blockwise Hadamard Product Adaptation for Parameter-Efficient Fine-Tuning

Training Transformers in Cosine Coefficient Space

Receipt and verification

First computed	2026-07-05T10:29:33.530608Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1495174017873dd8252cc9729e2d88d7401173f7833bbb27add232640a96e3f

Aliases

arxiv: 2502.00987 · arxiv_version: 2502.00987v2 · doi: 10.48550/arxiv.2502.00987 · pith_short_12: WFEVC5ABPBZ5 · pith_short_16: WFEVC5ABPBZ53ASS · pith_short_8: WFEVC5AB

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/WFEVC5ABPBZ53ASSZSLSTYWYRV \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: b1495174017873dd8252cc9729e2d88d7401173f7833bbb27add232640a96e3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc16cd44b24013408c10504a52b3c7bfb1e647e8bde5f8b3d419e2103b2c37ba",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-03T01:59:45Z",
    "title_canon_sha256": "604f07459f879a5926f0731ac6acc6a88ba09b52df7e48f5ef4d2ed0b4f01239"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00987",
    "kind": "arxiv",
    "version": 2
  }
}